What is the purpose of the synapse-config-yaml-guide?

It helps developers correctly structure the config.yaml or synapse.yaml files required for Synapse plugins, including metadata and action definitions.

What execution methods can I define in the config?

You can choose between 'job' for long-running batch processes, 'task' for fast interactive operations, and 'serve' for REST API endpoints.

What entrypoint formats are supported for Synapse actions?

Both colon notation (module.path:ClassName) and dot notation (module.path.function) are supported and recognized.

How do I sync my code changes with the config file?

The guide recommends using the 'synapse plugin update-config' command to automatically sync entrypoints and types from your source code.

Does this skill support environment variable configuration?

Yes, it provides patterns for defining environment variables (env) and runtime environments (runtime_env) within the YAML structure.

Synapse Config YAML Guide

Name: Synapse Config YAML Guide
Author: datamaker-kr

bydatamaker-kr

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데이터 과학 및 ML

Guides developers in configuring Synapse plugin metadata, action definitions, and runtime environments for seamless tool integration.

The Synapse Config YAML Guide is a specialized resource for developers working within the Synapse ecosystem. It provides expert assistance in drafting and refining config.yaml or synapse.yaml files, ensuring that plugin metadata, action entrypoints, and execution methods are correctly defined. Whether you are setting up long-running training jobs, interactive tasks, or scalable inference services, this skill offers the precise syntax and best practices needed to configure your runtime environment, manage packages, and sync hyperparameters effectively.

주요 기능

01Detailed action configuration for job, task, and serve methods

021 GitHub stars

03Automated config sync command references for entrypoint updates

04Metadata and package management (pip/uv) definition

05Environment variable and runtime environment setup support

06Standardized syntax guidance for config.yaml and synapse.yaml

사용 사례

01Defining new actions and entrypoints for Synapse-based AI plugins

02Configuring machine learning training jobs and real-time inference tasks

03Setting up environment variables and dependency management for custom agents

주요 기능

01Detailed action configuration for job, task, and serve methods

021 GitHub stars

03Automated config sync command references for entrypoint updates

04Metadata and package management (pip/uv) definition

05Environment variable and runtime environment setup support

06Standardized syntax guidance for config.yaml and synapse.yaml

사용 사례

01Defining new actions and entrypoints for Synapse-based AI plugins

02Configuring machine learning training jobs and real-time inference tasks

03Setting up environment variables and dependency management for custom agents